# Category Classification on iCIFAR-100 (category)

Source: [Category Classification on iCIFAR-100 (category)](<https://www.sota2.com/research/sota/category-classification-on-icifar-100-category>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-02-26T05:36:03.994Z

Evaluation of Category Classification performance on the iCIFAR-100 (category) dataset, reporting Average Accuracy.

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

| Scope | Recorded value |
| --- | --- |
| Task | Category Classification |
| Dataset (including any stated split) | iCIFAR-100 (category) |
| Metric | Avg Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 8 of 8 |
| Coverage | All results currently returned for this benchmark |

Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol.

## Metrics

- [Avg Accuracy](<https://www.sota2.com/research/sota/category-classification-on-icifar-100-category.md?metric=Avg%20Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Avg Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| RECALL | 61.15 | Not recorded | 68fa6d831e209131cea3a3c2 |
| RECALL var. | 61.09 | Not recorded | 68fa6d831e209131cea3a3c2 |
| RECALL reg. | 56.52 | Not recorded | 68fa6d831e209131cea3a3c2 |
| RECALL var. reg. | 56.46 | Not recorded | 68fa6d831e209131cea3a3c2 |
| AR1 | 42.39 | Not recorded | 68fa6d831e209131cea3a3c2 |
| LwF | 27.93 | Not recorded | 68fa6d831e209131cea3a3c2 |
| EWC | 9.67 | Not recorded | 68fa6d831e209131cea3a3c2 |
| SI | 9.62 | Not recorded | 68fa6d831e209131cea3a3c2 |

### RECALL

Avg Accuracy: 61.15. Result ID: 698fb6973a6c314849fb5369.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d831e209131cea3a3c2.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d831e209131cea3a3c2.md>)

[Implementation](<https://github.com/DLR-RM/RECALL>)

Recorded evaluation configuration: {"variance normalization":false,"regression":false}. This record does not assert independent reproduction.

### RECALL var.

Avg Accuracy: 61.09. Result ID: 698fb6973a6c314849fb536a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d831e209131cea3a3c2.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d831e209131cea3a3c2.md>)

[Implementation](<https://github.com/DLR-RM/RECALL>)

Recorded evaluation configuration: {"variance normalization":true,"regression":false}. This record does not assert independent reproduction.

### RECALL reg.

Avg Accuracy: 56.52. Result ID: 698fb6973a6c314849fb536b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d831e209131cea3a3c2.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d831e209131cea3a3c2.md>)

[Implementation](<https://github.com/DLR-RM/RECALL>)

Recorded evaluation configuration: {"variance normalization":false,"regression":true}. This record does not assert independent reproduction.

### RECALL var. reg.

Avg Accuracy: 56.46. Result ID: 698fb6973a6c314849fb536c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d831e209131cea3a3c2.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d831e209131cea3a3c2.md>)

[Implementation](<https://github.com/DLR-RM/RECALL>)

Recorded evaluation configuration: {"variance normalization":true,"regression":true}. This record does not assert independent reproduction.

### AR1

Avg Accuracy: 42.39. Result ID: 698fb6973a6c314849fb5368.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d831e209131cea3a3c2.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa654a1e209131cea09463.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### LwF

Avg Accuracy: 27.93. Result ID: 698fb6973a6c314849fb5365.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d831e209131cea3a3c2.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa63201e209131ce9fd0b3.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### EWC

Avg Accuracy: 9.67. Result ID: 698fb6973a6c314849fb5366.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d831e209131cea3a3c2.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6cb31e209131cea3555e.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### SI

Avg Accuracy: 9.62. Result ID: 698fb6973a6c314849fb5367.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d831e209131cea3a3c2.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa5ed01e209131ce9e565c.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

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